Men Also Like Shopping: Reducing Gender Bias Amplification using Corpus-level Constraints

29 July 2017

Papers citing "Men Also Like Shopping: Reducing Gender Bias Amplification using Corpus-level Constraints"

50 / 269 papers shown

Title
Reducing Sentiment Bias in Language Models via Counterfactual Evaluation Po-Sen Huang Huan Zhang Ray Jiang Robert Stanforth Johannes Welbl Jack W. Rae Vishal Maini Dani Yogatama Pushmeet Kohli 101 217 0 08 Nov 2019
Assessing Social and Intersectional Biases in Contextualized Word Representations Y. Tan Elisa Celis FaML 107 229 0 04 Nov 2019
Auditing and Achieving Intersectional Fairness in Classification Problems Giulio Morina V. Oliinyk J. Waton Ines Marusic K. Georgatzis FaML 73 41 0 04 Nov 2019
What is Fair? Exploring Pareto-Efficiency for Fairness Constrained Classifiers Ananth Balashankar Alyssa Lees Chris Welty L. Subramanian 80 21 0 30 Oct 2019
Toward Gender-Inclusive Coreference Resolution Yang Trista Cao Hal Daumé 97 145 0 30 Oct 2019
Man is to Person as Woman is to Location: Measuring Gender Bias in Named Entity Recognition Ninareh Mehrabi Thamme Gowda Fred Morstatter Nanyun Peng Aram Galstyan 93 58 0 24 Oct 2019
The Daunting Task of Real-World Textual Style Transfer Auto-Evaluation Richard Yuanzhe Pang 67 10 0 09 Oct 2019
Towards Explainable Neural-Symbolic Visual Reasoning Adrien Bennetot J. Laurent Raja Chatila Natalia Díaz Rodríguez XAI 32 1 0 19 Sep 2019
A General Framework for Implicit and Explicit Debiasing of Distributional Word Vector Spaces Anne Lauscher Goran Glavaš Simone Paolo Ponzetto Ivan Vulić 80 64 0 13 Sep 2019
Crank up the volume: preference bias amplification in collaborative recommendation Kun-hsien Lin Nasim Sonboli B. Mobasher Robin Burke CML HAI 33 30 0 13 Sep 2019
Don't Take the Easy Way Out: Ensemble Based Methods for Avoiding Known Dataset Biases Christopher Clark Mark Yatskar Luke Zettlemoyer OOD 103 468 0 09 Sep 2019
Pretrained AI Models: Performativity, Mobility, and Change Lav Varshney N. Keskar R. Socher 68 20 0 07 Sep 2019
Understanding Bias in Machine Learning Jindong Gu Daniela Oelke AI4CE FaML 31 22 0 02 Sep 2019
Topics to Avoid: Demoting Latent Confounds in Text Classification Sachin Kumar S. Wintner Noah A. Smith Yulia Tsvetkov BDL OOD 88 31 0 01 Sep 2019
Unlearn Dataset Bias in Natural Language Inference by Fitting the Residual He He Sheng Zha Haohan Wang 82 199 0 28 Aug 2019
On Measuring and Mitigating Biased Inferences of Word Embeddings Sunipa Dev Tao Li J. M. Phillips Vivek Srikumar 87 174 0 25 Aug 2019
Fairness in Deep Learning: A Computational Perspective Mengnan Du Fan Yang Na Zou Helen Zhou FaML FedML 66 234 0 23 Aug 2019
A Survey on Bias and Fairness in Machine Learning Ninareh Mehrabi Fred Morstatter N. Saxena Kristina Lerman Aram Galstyan SyDa FaML 599 4,414 0 23 Aug 2019
Metamorphic Testing of a Deep Learning based Forecaster Anurag Dwarakanath Manish Ahuja Sanjay Podder Silja Vinu Arijit Naskar M. Koushik AI4TS 43 9 0 13 Jul 2019
Sim2real transfer learning for 3D human pose estimation: motion to the rescue Carl Doersch Andrew Zisserman 3DH 98 157 0 04 Jul 2019
Statistical Learning from Biased Training Samples Stephan Clémençon Pierre Laforgue 96 9 0 28 Jun 2019
Lost in Translation: Loss and Decay of Linguistic Richness in Machine Translation Eva Vanmassenhove D. Shterionov Andy Way 64 94 0 28 Jun 2019
RUBi: Reducing Unimodal Biases in Visual Question Answering Rémi Cadène Corentin Dancette H. Ben-younes Matthieu Cord Devi Parikh CML 104 374 0 24 Jun 2019
Mitigating Gender Bias in Natural Language Processing: Literature Review Tony Sun Andrew Gaut Shirlyn Tang Yuxin Huang Mai Elsherief Jieyu Zhao Diba Mirza E. Belding-Royer Kai-Wei Chang William Yang Wang AI4CE 118 563 0 21 Jun 2019
Adversarial Regularization for Visual Question Answering: Strengths, Shortcomings, and Side Effects Gabriel Grand Yonatan Belinkov 100 68 0 20 Jun 2019
Measuring Bias in Contextualized Word Representations Keita Kurita Nidhi Vyas Ayush Pareek A. Black Yulia Tsvetkov 116 454 0 18 Jun 2019
Image Counterfactual Sensitivity Analysis for Detecting Unintended Bias Emily L. Denton B. Hutchinson Margaret Mitchell Timnit Gebru Andrew Zaldivar CVBM 88 129 0 14 Jun 2019
Conceptor Debiasing of Word Representations Evaluated on WEAT S. Karve Lyle Ungar João Sedoc FaML 59 34 0 14 Jun 2019
Unsupervised Discovery of Gendered Language through Latent-Variable Modeling Alexander Miserlis Hoyle Lawrence Wolf-Sonkin Hanna M. Wallach Isabelle Augenstein Ryan Cotterell 74 52 0 11 Jun 2019
Counterfactual Data Augmentation for Mitigating Gender Stereotypes in Languages with Rich Morphology Ran Zmigrod Sabrina J. Mielke Hanna M. Wallach Ryan Cotterell 90 283 0 11 Jun 2019
Tracing Antisemitic Language Through Diachronic Embedding Projections: France 1789-1914 Rocco Tripodi M. Warglien S. Sullam Deborah Paci LLMSV 42 21 0 04 Jun 2019
Evaluating Gender Bias in Machine Translation Gabriel Stanovsky Noah A. Smith Luke Zettlemoyer 95 406 0 03 Jun 2019
Reducing Gender Bias in Word-Level Language Models with a Gender-Equalizing Loss Function Yusu Qian Urwa Muaz Ben Zhang J. Hyun FaML 90 96 0 30 May 2019
Testing DNN Image Classifiers for Confusion & Bias Errors Yuchi Tian Ziyuan Zhong Vicente Ordonez Gail E. Kaiser Baishakhi Ray 153 52 0 20 May 2019
REPAIR: Removing Representation Bias by Dataset Resampling Yi Li Nuno Vasconcelos FaML 79 287 0 16 Apr 2019
Gender Bias in Contextualized Word Embeddings Jieyu Zhao Tianlu Wang Mark Yatskar Ryan Cotterell Vicente Ordonez Kai-Wei Chang FaML 125 421 0 05 Apr 2019
Detecting Human-Object Interactions via Functional Generalization Ankan Bansal Sai Saketh Rambhatla Abhinav Shrivastava Rama Chellappa 108 117 0 05 Apr 2019
Identifying and Reducing Gender Bias in Word-Level Language Models Shikha Bordia Samuel R. Bowman FaML 126 329 0 05 Apr 2019
Black is to Criminal as Caucasian is to Police: Detecting and Removing Multiclass Bias in Word Embeddings Thomas Manzini Y. Lim Yulia Tsvetkov A. Black FaML 107 308 0 03 Apr 2019
Predictive Inequity in Object Detection Benjamin Wilson Judy Hoffman Jamie Morgenstern 89 220 0 21 Feb 2019
SensitiveNets: Learning Agnostic Representations with Application to Face Images Aythami Morales Julian Fierrez R. Vera-Rodríguez Ruben Tolosana CVBM 91 42 0 01 Feb 2019
Diversity in Faces Michele Merler Nalini Ratha Rogerio Feris John R. Smith 156 186 0 29 Jan 2019
Implicit Diversity in Image Summarization L. E. Celis Vijay Keswani 98 35 0 29 Jan 2019
Attenuating Bias in Word Vectors Sunipa Dev J. M. Phillips FaML 74 151 0 23 Jan 2019
Equalizing Gender Biases in Neural Machine Translation with Word Embeddings Techniques Joel Escudé Font Marta R. Costa-jussá 82 170 0 10 Jan 2019
Feature-Wise Bias Amplification Klas Leino Emily Black Matt Fredrikson S. Sen Anupam Datta FaML 87 47 0 21 Dec 2018
From Recognition to Cognition: Visual Commonsense Reasoning Rowan Zellers Yonatan Bisk Ali Farhadi Yejin Choi LRM BDL OCL ReLM 200 885 0 27 Nov 2018
Explicit Bias Discovery in Visual Question Answering Models Varun Manjunatha Nirat Saini L. Davis CML FAtt 67 93 0 19 Nov 2018
Bayesian Modeling of Intersectional Fairness: The Variance of Bias James R. Foulds Rashidul Islam Kamrun Naher Keya Shimei Pan 68 41 0 18 Nov 2018
Overcoming Language Priors in Visual Question Answering with Adversarial Regularization S. Ramakrishnan Aishwarya Agrawal Stefan Lee AAML 65 239 0 08 Oct 2018